Comparison of Favorite Submission on Win Percentage with No Favorite as Reference

Dep. Variable:	Win_Pct	No. Observations:	1009
Model:	GLM	Df Residuals:	974
Model Family:	Gaussian	Df Model:	34
Link Function:	Identity	Scale:	0.038202
Method:	IRLS	Log-Likelihood:	233.22
Date:	Mon, 02 Oct 2023	Deviance:	37.209
Time:	13:42:47	Pearson chi2:	37.2
No. Iterations:	3	Pseudo R-squ. (CS):	0.2173
Covariance Type:	nonrobust

	coef	std err	z	P>|z|	[0.025	0.975]
No Favorite	0.4392	0.008	58.299	0.000	0.424	0.454
Americana	0.2675	0.098	2.729	0.006	0.075	0.460
Anaconda Choke	0.3941	0.196	2.015	0.044	0.011	0.777
Ankle Lock	0.2726	0.196	1.394	0.163	-0.111	0.656
Arm Triangle Choke	0.1708	0.098	1.743	0.081	-0.021	0.363
Arm in Guillotine	0.1804	0.113	1.595	0.111	-0.041	0.402
Armbar	0.2109	0.024	8.863	0.000	0.164	0.258
Armlock	0.1933	0.088	2.204	0.028	0.021	0.365
Bow and Arrow	0.1993	0.088	2.272	0.023	0.027	0.371
Cachecol Choke	0.2170	0.196	1.109	0.267	-0.166	0.600
Calf Slicer	0.0314	0.196	0.160	0.873	-0.352	0.415
Choke	0.1814	0.038	4.728	0.000	0.106	0.257
Choke From the Back	0.2411	0.028	8.646	0.000	0.186	0.296
Collar Choke	0.1322	0.196	0.676	0.499	-0.251	0.516
Cross Choke	0.3063	0.088	3.491	0.000	0.134	0.478
Darce Choke	0.2604	0.113	2.302	0.021	0.039	0.482
Estima Lock	0.0762	0.138	0.551	0.582	-0.195	0.348
Ezekiel	0.2253	0.113	1.992	0.046	0.004	0.447
Footlock	0.0276	0.074	0.372	0.710	-0.118	0.173
Guillotine	0.1801	0.062	2.892	0.004	0.058	0.302
Heel Hook	0.0531	0.049	1.074	0.283	-0.044	0.150
Inside Heel Hook	0.1629	0.055	2.976	0.003	0.056	0.270
Katagatame	-0.0181	0.138	-0.131	0.896	-0.289	0.253
Kimura	-0.0642	0.196	-0.328	0.743	-0.448	0.319
Knee Bar	0.0833	0.049	1.685	0.092	-0.014	0.180
Lapel Choke	0.3108	0.196	1.589	0.112	-0.073	0.694
Loop Choke	0.1108	0.196	0.566	0.571	-0.273	0.494
Neck Crank	0.0608	0.196	0.311	0.756	-0.323	0.444
Outside Heel Hook	0.1904	0.138	1.375	0.169	-0.081	0.462
RNC	0.2390	0.036	6.552	0.000	0.167	0.310
Shoulder Lock	-0.0392	0.196	-0.201	0.841	-0.423	0.344
Straight Ankle Lock	0.2059	0.049	4.165	0.000	0.109	0.303
Toehold	0.1554	0.066	2.369	0.018	0.027	0.284
Triangle	0.1757	0.051	3.443	0.001	0.076	0.276
Triangle Arm Bar	0.0344	0.196	0.176	0.860	-0.349	0.418